---
title: AI Engines & AI Tables
sidebarTitle: Overview
---

<p align="center">
  <img src="https://docs.google.com/drawings/d/e/2PACX-1vQDXTuCWl8IxTEO-2ntjN17B5XtCtJDJ_d_PDCeX0ch0GBzSJfuJmefGuM_FEyGOwlgrxnNSzmLaYGO/pub?w=951&h=460"/>
</p>  

MindsDB offers a wide range of <strong>AI engines</strong> used to create models and incorporate them in the data landscape as virtual [AI-tables](/generative-ai-tables). MinsdDB abstracts AI models as virtual tables, or Generative AI Tables, that can generate data from the underlying model upon being queried.

<Tip>
MindsDB provides over 20 AI/ML handlers to connect the available ML frameworks.

If you don't find an ML framework of your interest, you can [request a feature here](https://github.com/mindsdb/mindsdb/issues/new?assignees=&labels=enhancement&projects=&template=feature_request_v2.yaml) or build an ML handler following [this instruction](/contribute/ml-handlers).
</Tip>

This section contains instructions on how to create models in MindsDB, utilizing different ML frameworks.

### Large Language Models

<CardGroup cols={4}>
    <Card title="Ollama" icon="link" href="/integrations/ai-engines/ollama"></Card>
    <Card title="Anyscale Endpoints" icon="link" href="/integrations/ai-engines/anyscale"></Card>
    <Card title="ReplicateLLM" icon="link" href="/integrations/ai-engines/replicate-llm"></Card>
    <Card title="Vertex AI (Google)" icon="link" href="/integrations/ai-engines/vertex"></Card>
    <Card title="Anthropic" icon="link" href="/integrations/ai-engines/anthropic"></Card>
    <Card title="Cohere" icon="link" href="/integrations/ai-engines/cohere"></Card>
    <Card title="OpenAI" icon="link" href="/integrations/ai-engines/openai"></Card>
    <Card title="Hugging Face" icon="link" href="/integrations/ai-engines/huggingface"></Card>
    <Card title="LangChain" icon="link" href="/integrations/ai-engines/langchain"></Card>
    <Card title="LlamaIndex" icon="link" href="/integrations/ai-engines/llamaindex"></Card>
    <Card title="MonkeyLearn" icon="link" href="/integrations/ai-engines/monkeylearn"></Card>
    <Card title="RAG" icon="link" href="/integrations/ai-engines/rag"></Card>
    
</CardGroup>

### Bring Your Own Models

<CardGroup cols={4}>

    <Card title="BYOM" icon="link" href="/integrations/ai-engines/byom"></Card>
    <Card title="Ray Serve" icon="link" href="/integrations/ai-engines/ray-serve"></Card>
    <Card title="MLflow" icon="link" href="/integrations/ai-engines/mlflow"></Card>

</CardGroup>

### AutoML

<CardGroup cols={4}>

    <Card title="Lightwood" icon="link" href="/integrations/ai-engines/lightwood"></Card>
    <Card title="PyCaret" icon="link" href="/integrations/ai-engines/pycaret"></Card>
    <Card title="Ludwig" icon="link" href="/integrations/ai-engines/ludwig"></Card>
    <Card title="Autokeras" icon="link" href="/integrations/ai-engines/autokeras"></Card>
    <Card title="Autosklearn" icon="link" href="/integrations/ai-engines/autosklearn"></Card>

</CardGroup>

### Time Series Models

<CardGroup cols={4}>

    <Card title="StatsForecast" icon="link" href="/integrations/ai-engines/statsforecast"></Card>
    <Card title="NeuralForecast" icon="link" href="/integrations/ai-engines/neuralforecast"></Card>
    <Card title="TimeGPT" icon="link" href="/integrations/ai-engines/timegpt"></Card>

</CardGroup>

### Audio Models

<CardGroup cols={4}>
    <Card title="Replicate (Audio)" icon="link" href="/integrations/ai-engines/replicate-audio"></Card>
</CardGroup>

### Image Models

<CardGroup cols={4}>
    <Card title="Replicate (Text2Img)" icon="link" href="/integrations/ai-engines/replicate-text2img"></Card>
    <Card title="Replicate (Img2Text)" icon="link" href="/integrations/ai-engines/replicate-img2txt"></Card>
</CardGroup>

### Large Video Models

<CardGroup cols={4}>

    <Card title="TweleveLabs (Video Semantic Search)" icon="link" href="/integrations/ai-engines/twelvelabs"></Card>
    <Card title="Repliate (text2video)" icon="link" href="/integrations/ai-engines/replicate-text2video"></Card>
</CardGroup>

<br></br>

## Metadata SQL Syntax

<Info>
Here is how you can query for all the available ML handlers used to create AI engines.

  ```sql
  SELECT *
  FROM information_schema.handlers
  WHERE type = 'ml';
  ```

  Or, alternatively:

  ```sql
  SHOW HANDLERS
  WHERE type = 'ml';
  ```

And here is how you can query for all the created AI engines:

  ```sql
  SELECT *
  FROM information_schema.ml_engines;
  ```

  Or, alternatively:

  ```sql
  SHOW ML_ENGINES;
  ```
</Info>
